Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "66" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 85 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 81 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 44.061396 | 10.048175 | 65.130714 | 80.499470 | 20.554500 | 26.818741 | 35.065922 | 32.112915 | 0.0331 | 0.0364 | 0.0032 | 1.192525 | 1.195766 |
| 2459593 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 44.935291 | 16.063048 | 79.704892 | 85.371682 | 31.440816 | 38.101188 | 25.550727 | 12.152062 | 0.0333 | 0.0356 | 0.0033 | 1.231424 | 1.208197 |
| 2459592 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | 3.057132 | 1.561341 | 6.408303 | 7.124989 | 2.947006 | 1.932071 | 4.038946 | 0.680532 | 0.0270 | 0.0275 | 0.0004 | nan | nan |
| 2459591 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 29.619053 | 19.696146 | 94.694074 | 99.025785 | 27.229503 | 32.609412 | 13.760992 | 2.447099 | 0.0347 | 0.0377 | 0.0036 | 1.152524 | 1.159409 |
| 2459590 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 35.984770 | 22.733248 | 87.893322 | 92.345941 | 29.481935 | 35.205676 | 19.809064 | 4.691211 | 0.0337 | 0.0350 | 0.0027 | 1.200921 | 1.204730 |
| 2459589 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 40.980286 | 20.835334 | 81.517590 | 85.575537 | 17.174366 | 22.298177 | 24.187665 | 17.601376 | 0.0330 | 0.0356 | 0.0031 | 1.184624 | 1.161548 |
| 2459588 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 56.199919 | 15.053743 | 94.576800 | 104.454358 | 22.098861 | 25.060161 | 24.531462 | 13.398241 | 0.0314 | 0.0353 | 0.0025 | 1.176665 | 1.181590 |
| 2459587 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 39.706311 | 20.991358 | 132.286231 | 139.431459 | -1.594851 | 8.573211 | -4.675000 | 14.056701 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459586 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 38.701014 | 17.856867 | 31.040361 | 32.197937 | 10.136806 | 11.678690 | 25.192880 | 7.160122 | 0.0333 | 0.0366 | 0.0028 | 1.247370 | 1.224275 |
| 2459585 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 29.838140 | 26.119032 | 9.941593 | 10.701298 | 9.097776 | 10.139789 | 9.152171 | 5.689573 | 0.0296 | 0.0289 | 0.0008 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 20.778061 | 24.489530 | 111.399577 | 114.825626 | 15.291319 | 17.589603 | 6.700114 | 5.314351 | 0.0315 | 0.0338 | 0.0030 | 1.161116 | 1.251032 |
| 2459583 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.281116 | 18.724243 | 34.359787 | 35.362985 | 20.070569 | 23.589696 | 0.264376 | 0.576231 | 0.0355 | 0.0376 | 0.0060 | 1.177288 | 1.204109 |
| 2459582 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.375403 | 16.084021 | 30.919468 | 32.131701 | 24.185100 | 28.627830 | 0.281078 | 0.572597 | 0.0304 | 0.0337 | 0.0039 | 1.167379 | 1.169665 |
| 2459581 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 18.692320 | 22.337727 | 35.844302 | 36.272367 | 19.067399 | 23.103950 | 0.513795 | 0.679725 | 0.0326 | 0.0350 | 0.0051 | 1.175708 | 1.180031 |
| 2459580 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.259035 | 16.915883 | 35.986262 | 37.141765 | 21.195441 | 24.349697 | 0.032729 | 0.436548 | 0.0317 | 0.0346 | 0.0044 | 0.000000 | 0.000000 |
| 2459579 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 2.399353 | 1.736696 | 2.854553 | 2.511455 | 0.608398 | 0.765142 | 1.559206 | 2.769725 | 0.0290 | 0.0276 | 0.0010 | nan | nan |
| 2459577 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 18.457065 | 21.578574 | 33.290099 | 33.923817 | 21.152744 | 24.993554 | 0.360269 | 0.625105 | 0.0304 | 0.0330 | 0.0020 | 1.188023 | 1.187664 |
| 2459576 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459575 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459574 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.640143 | 15.803108 | 25.158520 | 25.857435 | 20.735425 | 24.350165 | 1.314897 | 0.916148 | 0.0307 | 0.0340 | 0.0025 | 1.196882 | 1.195050 |
| 2459573 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.202288 | 16.389430 | 43.292068 | 44.459403 | 24.909042 | 28.409695 | 1.139579 | 1.745002 | 0.0319 | 0.0344 | 0.0031 | 0.000000 | 0.000000 |
| 2459572 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.978104 | 16.369995 | 25.284464 | 26.020670 | 16.095250 | 18.084627 | 2.506400 | 3.099859 | 0.0323 | 0.0343 | 0.0036 | 1.215492 | 1.216277 |
| 2459571 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 1.841641 | 1.410782 | 2.768438 | 2.598057 | 1.303805 | 0.732060 | 1.589530 | 2.658912 | 0.0285 | 0.0284 | 0.0009 | nan | nan |
| 2459570 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 17.971100 | 20.084349 | 26.973627 | 27.563791 | 1.377703 | 1.832904 | 4.001819 | 4.182437 | 0.0430 | 0.0453 | 0.0052 | 1.136573 | 1.143869 |
| 2459569 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 18.250002 | 19.471759 | 33.234099 | 33.784386 | 10.576978 | 10.759557 | 8.435348 | 9.166387 | 0.0336 | 0.0365 | 0.0054 | 1.173861 | 1.175059 |
| 2459566 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.843701 | 15.853563 | 33.007765 | 33.724033 | 19.100121 | 21.792807 | -0.194405 | 0.006020 | 0.0307 | 0.0342 | 0.0042 | 1.214978 | 1.217994 |
| 2459565 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | -0.160317 | -0.160317 | -0.179841 | -0.179841 | 0.501946 | 0.501946 | 0.023484 | 0.023484 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.007939 | 14.182359 | 35.000633 | 35.880616 | 2.458686 | 2.453815 | 0.618204 | 0.884974 | 0.0319 | 0.0333 | 0.0028 | 1.191775 | 1.191396 |
| 2459563 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 14.088690 | 16.203511 | 66.851014 | 68.429858 | 19.870073 | 22.560192 | 1.697289 | 1.905975 | 0.0339 | 0.0368 | 0.0032 | 1.251566 | 1.250190 |
| 2459562 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 8.715169 | 10.249959 | 17.192255 | 17.635611 | 2.557413 | 2.803149 | 0.712427 | 0.855883 | 0.0337 | 0.0354 | 0.0051 | 1.200909 | 1.202412 |
| 2459561 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.459219 | 11.030099 | 16.375854 | 16.789770 | 2.848616 | 3.015592 | 1.139944 | 1.289204 | 0.0333 | 0.0349 | 0.0047 | 1.213563 | 1.214620 |
| 2459560 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 8.620213 | 9.969681 | 16.824611 | 17.037153 | 2.630523 | 3.096435 | 0.711206 | 0.609239 | 0.0319 | 0.0354 | 0.0035 | 1.204150 | 1.206533 |
| 2459559 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459558 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.383496 | 17.007190 | 34.464990 | 35.735114 | 21.776585 | 23.495423 | 1.290328 | 1.663057 | 0.0348 | 0.0363 | 0.0057 | 1.193435 | 1.196428 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0293 | 0.0283 | 0.0005 | nan | nan |
| 2459556 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 15.753196 | 17.304706 | 37.244677 | 38.711635 | 19.627984 | 21.139071 | 3.030259 | 4.107715 | 0.0325 | 0.0337 | 0.0036 | 1.190805 | 1.186278 |
| 2459554 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0318 | 0.0338 | 0.0035 | nan | nan |
| 2459553 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0302 | 0.0329 | 0.0036 | nan | nan |
| 2459552 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 18.191189 | 20.643204 | 50.249560 | 51.069455 | 29.238468 | 32.219602 | 3.207748 | 3.277070 | 0.0310 | 0.0330 | 0.0026 | 0.000000 | 0.000000 |
| 2459551 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 8.681581 | 10.014804 | 20.347408 | 20.734820 | 3.514058 | 4.295614 | 1.133501 | 1.072235 | 0.0327 | 0.0344 | 0.0037 | 1.187855 | 1.188794 |
| 2459550 | digital_ok | - | 98.35% | 98.35% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0405 | 0.0403 | 0.0007 | nan | nan |
| 2459549 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 13.456286 | 15.261880 | 37.783364 | 38.566652 | 21.234849 | 23.093805 | 1.145619 | 1.343623 | 0.0324 | 0.0346 | 0.0036 | 1.197174 | 1.195339 |
| 2459542 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.103956 | 21.514530 | 76.702854 | 78.195737 | 1.099763 | 1.886901 | 1.193328 | 1.485636 | 0.0327 | 0.0342 | 0.0024 | 1.183423 | 1.183712 |
| 2459541 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.436714 | 10.208178 | 38.080739 | 36.928957 | 219.240882 | 251.197895 | 6.845281 | 15.445739 | 0.0325 | 0.0365 | 0.0038 | 1.144831 | 1.141740 |
| 2459540 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 12.694796 | 15.127982 | 17.097539 | 17.775928 | 4.197323 | 5.258546 | 0.725836 | 1.007943 | 0.0315 | 0.0341 | 0.0018 | 1.194950 | 1.193451 |
| 2459536 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.628911 | 25.149595 | 65.387602 | 66.415823 | 29.612830 | 31.737860 | 2.493898 | 2.589869 | 0.0296 | 0.0327 | 0.0027 | 0.909551 | 0.906731 |
| 2459535 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 9.954870 | 12.234304 | 15.886634 | 16.314128 | 2.177301 | 5.471357 | 0.196095 | 0.546229 | 0.0341 | 0.0352 | 0.0028 | 1.215520 | 1.220575 |
| 2459534 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 10.442551 | 12.451454 | 14.767374 | 15.095349 | 2.300331 | 3.859732 | 0.102061 | 0.120307 | 0.0315 | 0.0331 | 0.0029 | 1.244811 | 1.243686 |
| 2459533 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.342358 | 18.725297 | 35.209971 | 36.190939 | 18.153652 | 20.834973 | 1.317388 | 1.921817 | 0.0301 | 0.0329 | 0.0013 | 1.258297 | 1.250314 |
| 2459532 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 19.007701 | 21.703684 | 47.447017 | 49.058855 | 22.451250 | 25.594038 | 0.796036 | 1.179747 | 0.0310 | 0.0334 | 0.0017 | 0.000000 | 0.000000 |
| 2459530 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 8.937270 | 10.689737 | 15.008248 | 15.338062 | 3.537346 | 4.311609 | 0.596975 | 0.601386 | 0.0327 | 0.0340 | 0.0023 | 1.192824 | 1.196593 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 23.352020 | 26.290600 | 53.331788 | 54.733230 | 40.466234 | 35.030558 | 0.101453 | 0.699018 | 0.0307 | 0.0345 | 0.0034 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 21.199582 | 21.488132 | 51.984225 | 52.355979 | 39.682454 | 48.616977 | 14.583254 | 13.920725 | nan | nan | nan | 1.693448 | 1.690982 |
| 2459522 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 16.531931 | 22.534492 | 51.105217 | 53.088780 | 10.704973 | 23.548838 | 1.405165 | 2.093572 | 0.0326 | 0.0346 | 0.0030 | 0.914088 | 0.916809 |
| 2459513 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 2.230011 | 1.902735 | 2.840236 | 2.852059 | 0.475069 | 0.566793 | 1.061509 | 2.136077 | 0.0297 | 0.0323 | 0.0010 | nan | nan |
| 2459508 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 24.744663 | 29.387295 | 49.849624 | 51.597886 | 18.094900 | 15.574374 | 12.877525 | 14.925882 | 0.0308 | 0.0363 | 0.0042 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 21.644704 | 28.433863 | 46.774823 | 49.909814 | 7.091540 | 9.850528 | 0.722382 | 1.917415 | 0.0311 | 0.0362 | 0.0044 | 1.213982 | 1.220471 |
| 2459503 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 25.194479 | 28.185178 | 82.480604 | 84.400163 | 33.762922 | 33.344043 | 2.336985 | 3.110838 | 0.0277 | 0.0338 | 0.0061 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 90.535956 | 24.187120 | 46.443066 | 90.535956 | 85.427987 | 31.330224 | 25.161007 | 15.996906 | 29.258265 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 103.882335 | 20.258536 | 39.011424 | 103.882335 | 98.351486 | 36.913291 | 29.855648 | 7.691956 | 13.645345 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Temporal Variability | 38.715111 | 11.888190 | 10.412975 | 24.573461 | 24.126444 | 38.715111 | 38.172984 | -1.368060 | -1.492874 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | ee Temporal Discontinuties | 1.753348 | 0.860532 | -0.589984 | -0.342883 | -0.681750 | 0.335229 | -0.746766 | 1.753348 | 0.122657 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 87.634115 | 46.956932 | 24.200136 | 82.809374 | 87.634115 | 35.482018 | 44.804264 | 36.495712 | 23.866735 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 88.074810 | 16.296982 | 19.979865 | 84.904073 | 88.074810 | 11.177059 | 12.987374 | 3.235359 | 3.451377 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 105.694964 | 21.229177 | 39.798031 | 105.694964 | 100.027463 | 26.303905 | 21.681672 | 12.897782 | 30.324200 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 82.766265 | 37.828756 | 19.809472 | 78.127382 | 82.766265 | 30.676203 | 36.951215 | 19.948903 | 6.792372 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 92.983962 | 20.011959 | 35.648510 | 92.983962 | 87.734453 | 30.622863 | 24.346638 | 9.435979 | 36.254248 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 75.164143 | 18.966251 | 37.244198 | 75.164143 | 70.947709 | 35.314979 | 29.168030 | 6.451956 | 16.374592 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 87.572538 | 30.493860 | 52.693487 | 87.572538 | 83.874827 | 16.932356 | 20.183880 | 26.960792 | 28.027283 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 80.499470 | 44.061396 | 10.048175 | 65.130714 | 80.499470 | 20.554500 | 26.818741 | 35.065922 | 32.112915 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 85.371682 | 44.935291 | 16.063048 | 79.704892 | 85.371682 | 31.440816 | 38.101188 | 25.550727 | 12.152062 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 7.124989 | 1.561341 | 3.057132 | 7.124989 | 6.408303 | 1.932071 | 2.947006 | 0.680532 | 4.038946 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 99.025785 | 19.696146 | 29.619053 | 99.025785 | 94.694074 | 32.609412 | 27.229503 | 2.447099 | 13.760992 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 92.345941 | 35.984770 | 22.733248 | 87.893322 | 92.345941 | 29.481935 | 35.205676 | 19.809064 | 4.691211 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 85.575537 | 20.835334 | 40.980286 | 85.575537 | 81.517590 | 22.298177 | 17.174366 | 17.601376 | 24.187665 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 104.454358 | 56.199919 | 15.053743 | 94.576800 | 104.454358 | 22.098861 | 25.060161 | 24.531462 | 13.398241 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 139.431459 | 20.991358 | 39.706311 | 139.431459 | 132.286231 | 8.573211 | -1.594851 | 14.056701 | -4.675000 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | ee Shape | 38.701014 | 38.701014 | 17.856867 | 31.040361 | 32.197937 | 10.136806 | 11.678690 | 25.192880 | 7.160122 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | ee Shape | 29.838140 | 29.838140 | 26.119032 | 9.941593 | 10.701298 | 9.097776 | 10.139789 | 9.152171 | 5.689573 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 114.825626 | 20.778061 | 24.489530 | 111.399577 | 114.825626 | 15.291319 | 17.589603 | 6.700114 | 5.314351 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 35.362985 | 15.281116 | 18.724243 | 34.359787 | 35.362985 | 20.070569 | 23.589696 | 0.264376 | 0.576231 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 32.131701 | 16.084021 | 13.375403 | 32.131701 | 30.919468 | 28.627830 | 24.185100 | 0.572597 | 0.281078 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 36.272367 | 18.692320 | 22.337727 | 35.844302 | 36.272367 | 19.067399 | 23.103950 | 0.513795 | 0.679725 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 37.141765 | 16.915883 | 14.259035 | 37.141765 | 35.986262 | 24.349697 | 21.195441 | 0.436548 | 0.032729 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | ee Power | 2.854553 | 2.399353 | 1.736696 | 2.854553 | 2.511455 | 0.608398 | 0.765142 | 1.559206 | 2.769725 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 33.923817 | 21.578574 | 18.457065 | 33.923817 | 33.290099 | 24.993554 | 21.152744 | 0.625105 | 0.360269 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 25.857435 | 13.640143 | 15.803108 | 25.158520 | 25.857435 | 20.735425 | 24.350165 | 1.314897 | 0.916148 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 44.459403 | 16.389430 | 14.202288 | 44.459403 | 43.292068 | 28.409695 | 24.909042 | 1.745002 | 1.139579 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 26.020670 | 16.369995 | 13.978104 | 26.020670 | 25.284464 | 18.084627 | 16.095250 | 3.099859 | 2.506400 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | ee Power | 2.768438 | 1.410782 | 1.841641 | 2.598057 | 2.768438 | 0.732060 | 1.303805 | 2.658912 | 1.589530 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 27.563791 | 17.971100 | 20.084349 | 26.973627 | 27.563791 | 1.377703 | 1.832904 | 4.001819 | 4.182437 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 33.784386 | 19.471759 | 18.250002 | 33.784386 | 33.234099 | 10.759557 | 10.576978 | 9.166387 | 8.435348 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 33.724033 | 15.853563 | 13.843701 | 33.724033 | 33.007765 | 21.792807 | 19.100121 | 0.006020 | -0.194405 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Temporal Variability | 0.501946 | -0.160317 | -0.160317 | -0.179841 | -0.179841 | 0.501946 | 0.501946 | 0.023484 | 0.023484 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 35.880616 | 12.007939 | 14.182359 | 35.000633 | 35.880616 | 2.458686 | 2.453815 | 0.618204 | 0.884974 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 68.429858 | 14.088690 | 16.203511 | 66.851014 | 68.429858 | 19.870073 | 22.560192 | 1.697289 | 1.905975 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 17.635611 | 8.715169 | 10.249959 | 17.192255 | 17.635611 | 2.557413 | 2.803149 | 0.712427 | 0.855883 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 16.789770 | 9.459219 | 11.030099 | 16.375854 | 16.789770 | 2.848616 | 3.015592 | 1.139944 | 1.289204 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 17.037153 | 8.620213 | 9.969681 | 16.824611 | 17.037153 | 2.630523 | 3.096435 | 0.711206 | 0.609239 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | ee Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 35.735114 | 17.007190 | 15.383496 | 35.735114 | 34.464990 | 23.495423 | 21.776585 | 1.663057 | 1.290328 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 38.711635 | 17.304706 | 15.753196 | 38.711635 | 37.244677 | 21.139071 | 19.627984 | 4.107715 | 3.030259 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 51.069455 | 20.643204 | 18.191189 | 51.069455 | 50.249560 | 32.219602 | 29.238468 | 3.277070 | 3.207748 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 20.734820 | 10.014804 | 8.681581 | 20.734820 | 20.347408 | 4.295614 | 3.514058 | 1.072235 | 1.133501 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 38.566652 | 13.456286 | 15.261880 | 37.783364 | 38.566652 | 21.234849 | 23.093805 | 1.145619 | 1.343623 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 78.195737 | 21.514530 | 19.103956 | 78.195737 | 76.702854 | 1.886901 | 1.099763 | 1.485636 | 1.193328 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Temporal Variability | 251.197895 | 10.208178 | 10.436714 | 36.928957 | 38.080739 | 251.197895 | 219.240882 | 15.445739 | 6.845281 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 17.775928 | 15.127982 | 12.694796 | 17.775928 | 17.097539 | 5.258546 | 4.197323 | 1.007943 | 0.725836 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 66.415823 | 25.149595 | 23.628911 | 66.415823 | 65.387602 | 31.737860 | 29.612830 | 2.589869 | 2.493898 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 16.314128 | 9.954870 | 12.234304 | 15.886634 | 16.314128 | 2.177301 | 5.471357 | 0.196095 | 0.546229 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 15.095349 | 12.451454 | 10.442551 | 15.095349 | 14.767374 | 3.859732 | 2.300331 | 0.120307 | 0.102061 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 36.190939 | 16.342358 | 18.725297 | 35.209971 | 36.190939 | 18.153652 | 20.834973 | 1.317388 | 1.921817 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 49.058855 | 19.007701 | 21.703684 | 47.447017 | 49.058855 | 22.451250 | 25.594038 | 0.796036 | 1.179747 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 15.338062 | 10.689737 | 8.937270 | 15.338062 | 15.008248 | 4.311609 | 3.537346 | 0.601386 | 0.596975 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 54.733230 | 23.352020 | 26.290600 | 53.331788 | 54.733230 | 40.466234 | 35.030558 | 0.101453 | 0.699018 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 52.355979 | 21.199582 | 21.488132 | 51.984225 | 52.355979 | 39.682454 | 48.616977 | 14.583254 | 13.920725 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 53.088780 | 22.534492 | 16.531931 | 53.088780 | 51.105217 | 23.548838 | 10.704973 | 2.093572 | 1.405165 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 2.852059 | 1.902735 | 2.230011 | 2.852059 | 2.840236 | 0.566793 | 0.475069 | 2.136077 | 1.061509 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 51.597886 | 29.387295 | 24.744663 | 51.597886 | 49.849624 | 15.574374 | 18.094900 | 14.925882 | 12.877525 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 74.232573 | 25.924962 | 28.881160 | 72.291444 | 74.232573 | 24.471454 | 22.489378 | 8.317404 | 9.324711 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 49.909814 | 28.433863 | 21.644704 | 49.909814 | 46.774823 | 9.850528 | 7.091540 | 1.917415 | 0.722382 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 66 | 3 | digital_ok | nn Power | 84.400163 | 25.194479 | 28.185178 | 82.480604 | 84.400163 | 33.762922 | 33.344043 | 2.336985 | 3.110838 |